Artificial Intelligence has made remarkable strides in recent years, with models surpassing human abilities in diverse tasks. However, the true difficulty lies not just in developing these models, but in deploying them optimally in everyday use cases. This is where AI inference takes center stage, arising as a key area for researchers and innovator